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Author

Muhammetalp Erdem

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Open access Aug 2026

CrossMeta-ViT: Concomitant Cross-Attention Guided Multimodal Fusion for Skin Lesion Classification

The CrossMeta-ViT framework is evaluated on the smartphone-captured PAD-UFES-20 dataset for binary classification (Benign vs. Malignant) and results support the model as a recall-oriented and interpretable multimodal aid for telemedicine pre-triage rather than as a universally dominant classifier.

Muhammetalp Erdem · 0 citations
Conference Jul 2026

Domain-Adapted Language Models for English-Turkish Medical Text Translation: An Evaluation of Zero-Shot, Few-Shot, and Fine-Tuning Strategies

This study investigates the English-to-Turkish clinical translation performance of three large language models (Aya-23, Seed-X-Instruct, Gemma-3) using zero/few-shot prompting and QLoRA fine-tuning. Our three-stage setup evaluates: (1) general translation after FLORES-devtest training, (2) medical domain adaptation on...

Muhammetalp Erdem, Ş. Bora, Oguz Dikenelli · 0 citations

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